I will do nlp natural language processing, topic modeling text sentiments analysis

NLP & Data Science Expert | Sentiment Analysis, Topic Modeling, Text Classification

Hello! I'm Ahmed from ITSolution, holding a Masters degree in Data Science with over 3 years of practical experience in Natural Language Processing (NLP), Data Analysis, and Machine Learning all powered through Jupyter Notebook and Python.

I specialize in building robust, accurate NLP pipelines with clean, well-commented code, ensuring transparency and maintainability for your business or research needs.

Services I Offer:

Text Processing & Preprocessing

• Tokenization, Stemming, Lemmatization
• Stop-word removal, Regex cleaning
• Bag of Words, N-grams, TF-IDF, CountVectorizer

Natural Language Processing

• Sentiment & Emotion Analysis
• Topic Modeling (LDA, NMF, Gensim)
• Text Classification (binary & multi-class)
• Named Entity Recognition (NER)
• Text Summarization & Keyword Extraction

Machine Learning

• Supervised & Unsupervised Learning
• Regression (Linear/Logistic), SVM, Decision Trees
• Naive Bayes, Random Forest, KNN
• Feature Engineering & Model Evaluation

Data Handling

• Data Cleaning & Preprocessing
• Exploratory Data Analysis (EDA)
• Feature Selection & Transformation

️ Tools & Libraries I Use:

• Python (Jupyter Notebo